DocumentCode
666922
Title
End-point device compressed air consumption analysis by reverse engineering algorithm
Author
Cupek, Rafal ; Folkert, Kamil ; Huczala, Lukasz ; Zonenberg, Dariusz ; Tomczyk, Jakub
Author_Institution
Inst. of Inf., Silesian Univ. of Technol., Gliwice, Poland
fYear
2013
fDate
10-13 Nov. 2013
Firstpage
7519
Lastpage
7524
Abstract
In this paper the authors present an original methodology that may be useful for dedicated online compressed air consumption analyses for end-point devices. Unlike the classical forward engineering approaches, which are based on a detailed compressed air system description, the presented solution is based on reverse engineering and needs very little initial data. The proposed analytical approach is based on observations of machine behaviour. The presented results can be easily applicable for the assessment of energy efficiency, monitoring the degradation parameters of machines and quickly detecting anomalies in existing compressed air end point devices.
Keywords
compressed air systems; condition monitoring; energy conservation; reverse engineering; anomaly detection; dedicated online compressed air consumption analyses; end-point device compressed air consumption analysis; energy efficiency; machine behaviour; machine degradation parameters; reverse engineering algorithm; Actuators; Algorithm design and analysis; Atmospheric modeling; Energy efficiency; Laboratories; Production; Reverse engineering; clusterisation; compressed air systems; control systems; energy efficiency; serial data analisys;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics Society, IECON 2013 - 39th Annual Conference of the IEEE
Conference_Location
Vienna
ISSN
1553-572X
Type
conf
DOI
10.1109/IECON.2013.6700385
Filename
6700385
Link To Document